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johnbradley
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Parent(s):
e2b58e7
Add docker container for more robust app
Browse filesSwitches to a known good base container image that is compatible
with the dependencies used by the app.
- Dockerfile +27 -0
- README.md +1 -3
- app.py +1 -1
- app_header.md +2 -1
Dockerfile
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FROM python:3.9
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# Add settings taken from huggingface default container.
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WORKDIR /home/user/app
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RUN useradd -m -u 1000 user
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RUN apt-get update && apt-get install -y \
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git git-lfs ffmpeg libsm6 libxext6 \
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cmake libgl1-mesa-glx \
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&& rm -rf /var/lib/apt/lists/* \
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&& git lfs install
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# Use older setuptools to avoid 2to3 error with dependencies.
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RUN pip install 'setuptools<58'
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# Install drexel_metadata dependencies
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COPY requirements.txt requirements.txt
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RUN pip install -r requirements.txt
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# Install gradio after main dependencies to prevent
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# `cannot import name 'deprecated' from 'typing_extensions'` error.
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RUN pip install gradio
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# Cache matplotlib fonts to improve startup time.
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RUN python -c "import matplotlib.pyplot"
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COPY . /home/user/app
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CMD python app.py
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README.md
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@@ -3,11 +3,9 @@ title: Drexel Metadata App
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emoji: π’
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colorFrom: gray
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colorTo: red
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sdk:
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sdk_version: 3.6
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app_file: app.py
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pinned: false
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python_version: 3.9.18
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license: mit
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---
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emoji: π’
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colorFrom: gray
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colorTo: red
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sdk: docker
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app_file: app.py
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pinned: false
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license: mit
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---
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app.py
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@@ -73,5 +73,5 @@ dm_app = gr.Interface(
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allow_flagging="never", # Do not save user's results or prompt for users to save the results
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examples=EXAMPLES,
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)
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dm_app.launch()
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allow_flagging="never", # Do not save user's results or prompt for users to save the results
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examples=EXAMPLES,
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)
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dm_app.launch(server_name="0.0.0.0")
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app_header.md
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# Drexel Metadata
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Generate
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The model will create a visualization based on the image, a mask of the fish outline, and JSON metadata.
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# Drexel Metadata
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Generate object detection metadata for a fish image using the [imageomics/Drexel-metadata-generator model](https://huggingface.co/imageomics/Drexel-metadata-generator).
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The model will create a visualization based on the image, a mask of the fish outline, and JSON metadata.
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The source code for the model is available at [hdr-bgnn/drexel_metadata model](https://github.com/hdr-bgnn/drexel_metadata).
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